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Identification and inference with nonignorable missing covariate data

We study identification of parametric and semiparametric models with missing covariate data. When covariate data are missing not at random, identification is not guaranteed even under fairly restrictive parametric assumptions, a fact that is illustrated with several examples. We propose a general ap...

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Enregistré dans:
Détails bibliographiques
Publié dans:Stat Sin
Auteurs principaux: Miao, Wang, Tchetgen Tchetgen, Eric
Format: Artigo
Langue:Inglês
Publié: 2018
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7746016/
https://ncbi.nlm.nih.gov/pubmed/33343174
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.202016.0322
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